Shashank Mujumdar

24 papers A* 4A 1B 4C 2Misc 3Journal 4Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment. EMNLP (Industry Track) Shramona Chakraborty, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Ronen Kat, Itay Etelis, Mohamed Mahameed, Itai Guez, Rachel Tzoref-Brill
2025	—	`conf`	Mind the Query: A Benchmark Dataset towards Text2Cypher Task. EMNLP (Industry Track) Vashu Chauhan, Shobhit Raj, Shashank Mujumdar, Avirup Saha, Anannay Jain
2025	Misc	`conf`	RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets. ICASSP Nitin Gupta, Shashank Mujumdar, Ruhi Sharma Mittal, Hima Patel
2023	J	`jnl`	Identifying Semantically Difficult Samples to Improve Text Classification. CoRR Shashank Mujumdar, Stuti Mehta, Hima Patel, Suman K. Mitra
2022	—	`conf`	Automatic Assessment of Quality of your Data for AI. COMAD/CODS Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
2021	—	`conf`	1st International Workshop on Data Assessment and Readiness for AI. PAKDD (Workshops) Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel
2021	A*	`conf`	2nd International Workshop on Data Quality Assessment for Machine Learning. KDD Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi
2021	A*	`conf`	Data Quality for Machine Learning Tasks. KDD Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2020	B	`conf`	Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions. ICPR Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
2020	A*	`conf`	Overview and Importance of Data Quality for Machine Learning Tasks. KDD Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2020	J	`jnl`	Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data. CoRR Smit Marvaniya, UmaMaheswari Devi, Jagabondhu Hazra, Shashank Mujumdar, Nitin Gupta
2020	J	`jnl`	Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning. CoRR Subhojeet Pramanik, Shashank Mujumdar, Hima Patel
2019	Misc	`conf`	Learning Convolutional Neural Networks with Deep Part Embeddings. ICASSP Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta
2019	Misc	`conf`	Radial Loss for Learning Fine-grained Video Similarity Metric. ICASSP Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay
2019	A	`conf`	Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents. ICDAR Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick
2018	—	`conf`	A System for Predicting Health of an E-Contract. SCC Nishtha Madaan, Shashank Mujumdar, Santosh Srivastava, Ankush Gupta, Srikanth Tamilselvam, Arun Kumar, Qinlong Luo
2018	—	`conf`	Content Driven Enrichment of Formal Text using Concept Definitions and Applications. HT Abhinav Jain, Nitin Gupta, Shashank Mujumdar, Sameep Mehta, Rishi Madhok
2018	B	`conf`	Learning an Order Preserving Image Similarity through Deep Ranking. ICPR Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta
2018	B	`conf`	Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video. ICPR Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta
2018	A*	`conf`	Semantic Understanding for Contextual In-Video Advertising. AAAI Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
2017	C	`conf`	Coherent Visual Description of Textual Instructions. ISM Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta
2014	J	`jnl`	A Multi-Stage Framework for Classification of Unconstrained Image Data from Mobile Phones. Int. J. Multim. Data Eng. Manag. Shashank Mujumdar, Dror Porat, Nithya Rajamani, L. Venkata Subramaniam
2013	C	`conf`	Efficient Multi-stage Image Classification for Mobile Sensing in Urban Environments. ISM Shashank Mujumdar, Nithya Rajamani, L. Venkata Subramaniam, Dror Porat
2012	B	`conf`	A novel framework for segmentation of stroke lesions in Diffusion Weighted MRI using multiple b-value data. ICPR Shashank Mujumdar, Roli Varma, L. T. Kishore